GENPACT
1 Intoduction
Hello, I’m Joseph from Morocco.
Inspired by Hans Rosling’s TED Talk, I taught myself data scraping, analysis, and visualization.
This non-academic approach has given me a unique perspective, as reflected in my projects—though it also means I may require a thorough onboarding process to align with team standards.
I’m open to starting as an intern, either full-time or part-time. Regarding time zones, I’m in UTC+1, but I’m flexible and can adjust my schedule to accommodate the team’s needs.
Feel free to reach me at joseph.ergo@proton.me, and to visit my website for more projects josephelhaddad.github.io.
This custom report, generated from processing 1.4 TB of public data locally, aims to explore the workforce dynamics of a company—up to 2020.
Essentially, I am doing research on a company that does research.
2 About the project
The project came to life after realizing that web scraping doesn’t allow deep-level filtering—without consuming too much time.The irony is, this project itself took me about a month, but the final RDB contains more data than I could ever scrape.
The raw data was 1.4 TB in size and holds information previously scraped.
Processing was done on my local machine using Python, Polars, and DuckDB, following this workflow:
- Processed raw data into structured Parquet files using Polars.
- Transformed each Parquet file into mini RDBs using Polars.
- Merged all mini RDBs into one using DuckDB.
- Analyzed and filtered data to fit the current project.
3 EDA
3.1 information technology and services indestry’s yearly new recruit count
3.2 genpact’s workforce status over the years
4 Workforce sample
4.1 A.K Rana
Job title: Project manager
Associated: False
Socials: https://linkedin.com/in/anilkumarrana
4.1.1 A.K Rana’s working period at genpact
4.1.2 Gantt plot of A.K Rana’s experience
4.2 Alexander Cuevas
Job title: ****
Associated: True
Socials: https://linkedin.com/in/alexander-cuevas-ab2586168
4.2.1 Alexander Cuevas’s working period at genpact
4.2.2 Gantt plot of Alexander Cuevas’s experience
4.3 Ali Good
Job title: ****
Associated: True
Socials: https://linkedin.com/in/ali-good-686547102
4.3.1 Ali Good’s working period at genpact
4.3.2 Gantt plot of Ali Good’s experience
4.4 Anil Sharma
Job title: Pd
Associated: True
Socials: https://linkedin.com/in/anil-sharma-a5422a16
4.4.1 Anil Sharma’s working period at genpact
4.4.2 Gantt plot of Anil Sharma’s experience
4.5 Aparna Raj
Job title: ****
Associated: True
Socials: https://linkedin.com/in/aparna-raj-15223a111
4.5.1 Aparna Raj’s working period at genpact
4.5.2 Gantt plot of Aparna Raj’s experience
4.6 Beace Ruit
Job title: Diseã ador grã fico
Associated: True
Socials: https://linkedin.com/in/beace-ruit-1571091b2
4.6.1 Beace Ruit’s working period at genpact
4.6.2 Gantt plot of Beace Ruit’s experience
4.7 Bel Medeiros
Job title: Auxiliar executivo
Associated: True
Socials: https://linkedin.com/in/bel-medeiros-60250617b
4.7.1 Bel Medeiros’s working period at genpact
4.7.2 Gantt plot of Bel Medeiros’s experience
4.8 Bhupendra Chauhan
Job title: Subject matter specialist
Associated: False
Socials: https://linkedin.com/in/bhupendra22chauhan
4.8.1 Bhupendra Chauhan’s working period at genpact
4.8.2 Gantt plot of Bhupendra Chauhan’s experience
4.9 Cecille Robiso
Job title: ****
Associated: True
Socials: https://linkedin.com/in/cecille-robiso-80784754
4.9.1 Cecille Robiso’s working period at genpact
4.9.2 Gantt plot of Cecille Robiso’s experience
4.10 Christopher Thayer
Job title: ****
Associated: True
Socials: https://linkedin.com/in/christopher-thayer-4b278a196
4.10.1 Christopher Thayer’s working period at genpact
4.10.2 Gantt plot of Christopher Thayer’s experience
4.11 Daniel Fodor
Job title: ****
Associated: True
Socials: https://linkedin.com/in/daniel-fodor-534568108
4.11.1 Daniel Fodor’s working period at genpact
4.11.2 Gantt plot of Daniel Fodor’s experience
4.12 Dawn Pettigrew
Job title: ****
Associated: True
Socials: https://linkedin.com/in/dawn-pettigrew-2bb376190
4.12.1 Dawn Pettigrew’s working period at genpact
4.12.2 Gantt plot of Dawn Pettigrew’s experience
4.13 Debanjan Sen
Job title: ****
Associated: True
Socials: https://linkedin.com/in/debanjan-sen-597602153
4.13.1 Debanjan Sen’s working period at genpact
4.13.2 Gantt plot of Debanjan Sen’s experience
4.14 Debashish Banerjee
Job title: Manager
Associated: False
Socials: https://linkedin.com/in/debashish-banerjee-a815b84
4.14.1 Debashish Banerjee’s working period at genpact
4.14.2 Gantt plot of Debashish Banerjee’s experience
4.15 Dunkel Bunt
Job title: Account-manager
Associated: True
Socials: https://linkedin.com/in/dunkel-bunt-434886158
4.15.1 Dunkel Bunt’s working period at genpact
4.15.2 Gantt plot of Dunkel Bunt’s experience
4.16 Elisangela Ferreira
Job title: Teammanager
Associated: True
Socials: https://linkedin.com/in/elisangela-ferreira-503696194
4.16.1 Elisangela Ferreira’s working period at genpact
4.16.2 Gantt plot of Elisangela Ferreira’s experience
4.17 Ershath Sahib
Job title: Senior analyst
Associated: True
Socials: https://linkedin.com/in/ershath-noohu-sahib-44836a128
4.17.1 Ershath Sahib’s working period at genpact
4.17.2 Gantt plot of Ershath Sahib’s experience
4.18 Futurestep India
Job title: Vice president
Associated: False
Socials: https://linkedin.com/in/futurestep-india-98a8b290
4.18.1 Futurestep India’s working period at genpact
4.18.2 Gantt plot of Futurestep India’s experience
4.19 Ganesh Raikar
Job title: ****
Associated: True
Socials: https://linkedin.com/in/ganesh-raikar-0257a19b
4.19.1 Ganesh Raikar’s working period at genpact
4.19.2 Gantt plot of Ganesh Raikar’s experience
4.20 Ivonneg Mehling
Job title: Jugendexperte
Associated: True
Socials: https://linkedin.com/in/ivonneg-mehling-7b37a9193
4.20.1 Ivonneg Mehling’s working period at genpact
4.20.2 Gantt plot of Ivonneg Mehling’s experience
4.21 Jackie Biggs
Job title: ****
Associated: True
Socials: https://linkedin.com/in/jackie-chantos-biggs-186898132
4.21.1 Jackie Biggs’s working period at genpact
4.21.2 Gantt plot of Jackie Biggs’s experience
4.22 Jayita Chakraborty
Job title: Business analyst
Associated: True
Socials: https://linkedin.com/in/jayita-chakraborty-b1083029
4.22.1 Jayita Chakraborty’s working period at genpact
4.22.2 Gantt plot of Jayita Chakraborty’s experience
4.23 John Stamps
Job title: ****
Associated: True
Socials: https://linkedin.com/in/john-stamps-b09214137
4.23.1 John Stamps’s working period at genpact
4.23.2 Gantt plot of John Stamps’s experience
4.24 Joseph Bondada
Job title: Six sigma black belt consultant
Associated: False
Socials: https://facebook.com/joseph.bondada | https://linkedin.com/in/josephbondada | https://linkedin.com/in/joseph-bondada-58901418
4.24.1 Joseph Bondada’s working period at genpact
4.24.2 Gantt plot of Joseph Bondada’s experience
4.25 Juan Luis
Job title: Arbeidsgiver
Associated: True
Socials: https://linkedin.com/in/juan-luis-a48bb2194
4.25.1 Juan Luis’s working period at genpact
4.25.2 Gantt plot of Juan Luis’s experience
4.26 Julie Faulk
Job title: Cs
Associated: True
Socials: https://linkedin.com/in/julie-faulk-68102b13a | https://facebook.com/julie.faulk.9
4.26.1 Julie Faulk’s working period at genpact
4.26.2 Gantt plot of Julie Faulk’s experience
4.27 Julie Levis
Job title: Ing
Associated: True
Socials: https://linkedin.com/in/julie-levis-908a40188
4.27.1 Julie Levis’s working period at genpact
4.27.2 Gantt plot of Julie Levis’s experience
4.28 Kaumr Gaurav
Job title: ****
Associated: True
Socials: https://linkedin.com/in/kaumr-gaurav-356b704b
4.28.1 Kaumr Gaurav’s working period at genpact
4.28.2 Gantt plot of Kaumr Gaurav’s experience
4.29 Kelley Kemp
Job title: Export csc
Associated: False
Socials: https://linkedin.com/in/kelley-kemp-9462b978
4.29.1 Kelley Kemp’s working period at genpact
4.29.2 Gantt plot of Kelley Kemp’s experience
4.30 Krish Raja
Job title: Government
Associated: True
Socials: https://linkedin.com/in/krish-raja-25a978156
4.30.1 Krish Raja’s working period at genpact
4.30.2 Gantt plot of Krish Raja’s experience
4.31 Krishna Bharati
Job title: Bpo
Associated: True
Socials: https://linkedin.com/in/krishna-bharati-6230a41a9
4.31.1 Krishna Bharati’s working period at genpact
4.31.2 Gantt plot of Krishna Bharati’s experience
4.32 Laura Bonanno
Job title: ****
Associated: True
Socials: https://linkedin.com/in/laura-bonanno-8a9577190
4.32.1 Laura Bonanno’s working period at genpact
4.32.2 Gantt plot of Laura Bonanno’s experience
4.33 Lenin Urbina
Job title: Comptroller - chief financial officer
Associated: False
Socials: https://linkedin.com/in/lenin-urbina-43aaa646 | https://gt.linkedin.com/in/cpa-fna-lenin-urbina-502-gt-smp | https://linkedin.com/in/cpa-fna-lenin-urbina-502-gt-smp
4.33.1 Lenin Urbina’s working period at genpact
4.33.2 Gantt plot of Lenin Urbina’s experience
4.34 Leon Lin
Job title: Ito - oracle center of excellence
Associated: False
Socials: https://linkedin.com/in/xiaolinliinuk
4.34.1 Leon Lin’s working period at genpact
4.34.2 Gantt plot of Leon Lin’s experience
4.35 Madalina Radu
Job title: ****
Associated: True
Socials: https://linkedin.com/in/madalina-radu-09b06970
4.35.1 Madalina Radu’s working period at genpact
4.35.2 Gantt plot of Madalina Radu’s experience
4.36 Malhotra Anu
Job title: Process developer
Associated: False
Socials: https://linkedin.com/in/malhotra-anu-26210413
4.36.1 Malhotra Anu’s working period at genpact
4.36.2 Gantt plot of Malhotra Anu’s experience
4.37 Maria Nagy
Job title: Transition manager
Associated: False
Socials: https://linkedin.com/in/maria-nagy-44802928
4.37.1 Maria Nagy’s working period at genpact
4.37.2 Gantt plot of Maria Nagy’s experience
4.38 Michael Deseo
Job title: Process associate
Associated: False
Socials: https://linkedin.com/in/michael-francis-deseo-77000a146
4.38.1 Michael Deseo’s working period at genpact
4.38.2 Gantt plot of Michael Deseo’s experience
4.39 Mukul Arora
Job title: Manager
Associated: True
Socials: https://linkedin.com/in/mukul-arora-61742840
4.39.1 Mukul Arora’s working period at genpact
4.39.2 Gantt plot of Mukul Arora’s experience
4.40 Nahim Díaz
Job title: Software engineer
Associated: False
Socials: https://linkedin.com/in/nahim-díaz-b51a1888
4.40.1 Nahim Díaz’s working period at genpact
4.40.2 Gantt plot of Nahim Díaz’s experience
4.41 Namita Kumari
Job title: ****
Associated: True
Socials: https://linkedin.com/in/namita-kumari-430b6aaa
4.41.1 Namita Kumari’s working period at genpact
4.41.2 Gantt plot of Namita Kumari’s experience
4.42 Naomi Dawson
Job title: ****
Associated: True
Socials: https://linkedin.com/in/naomi-dawson-59121a181
4.42.1 Naomi Dawson’s working period at genpact
4.42.2 Gantt plot of Naomi Dawson’s experience
4.43 Nawaz Buddy
Job title: Senior associate
Associated: True
Socials: https://linkedin.com/in/nawaz-pasha-9718623b
4.43.1 Nawaz Buddy’s working period at genpact
4.43.2 Gantt plot of Nawaz Buddy’s experience
4.44 P Rameshwar Rao
Job title: It incident manager and operations lead for ge money servicing
Associated: False
Socials: https://linkedin.com/in/rameshwarrao
4.44.1 P Rameshwar Rao’s working period at genpact
4.44.2 Gantt plot of P Rameshwar Rao’s experience
4.45 Paritosh Cop
Job title: Assistant manager
Associated: False
Socials: https://linkedin.com/in/paritoshkpmg
4.45.1 Paritosh Cop’s working period at genpact
4.45.2 Gantt plot of Paritosh Cop’s experience
4.46 Pooja Thapa
Job title: ****
Associated: True
Socials: https://linkedin.com/in/pooja-thapa-5b302995
4.46.1 Pooja Thapa’s working period at genpact
4.46.2 Gantt plot of Pooja Thapa’s experience
4.47 Radhika Adp
Job title: Process associate and process trainer
Associated: False
Socials: https://linkedin.com/in/radhika-n-senior-manager-at-adp-b4326044
4.47.1 Radhika Adp’s working period at genpact
4.47.2 Gantt plot of Radhika Adp’s experience
4.48 Rajasekhar Gupta
Job title: Lead consultant
Associated: False
Socials: https://linkedin.com/in/i-rajasekhar-gupta-41355128 | https://linkedin.com/in/rajasekhar-gupta-41355128
4.48.1 Rajasekhar Gupta’s working period at genpact
4.48.2 Gantt plot of Rajasekhar Gupta’s experience
4.49 Rajesh Bahendwar
Job title: Principal consultant
Associated: False
Socials: https://linkedin.com/in/rajesh-bahendwar-285628ba
4.49.1 Rajesh Bahendwar’s working period at genpact
4.49.2 Gantt plot of Rajesh Bahendwar’s experience
4.50 Ravee Ransal
Job title: Talent acquisition professional @ storefront
Associated: False
Socials: https://linkedin.com/in/raveeransal
4.50.1 Ravee Ransal’s working period at genpact
4.50.2 Gantt plot of Ravee Ransal’s experience
4.51 Ronald Oland
Job title: Key account
Associated: True
Socials: https://linkedin.com/in/ronald-oland-851327126
4.51.1 Ronald Oland’s working period at genpact
4.51.2 Gantt plot of Ronald Oland’s experience
4.52 Sowjanya Kesapragada
Job title: Process developer
Associated: False
Socials: https://linkedin.com/in/sowjanya-kesapragada-a6a5985
4.52.1 Sowjanya Kesapragada’s working period at genpact
4.52.2 Gantt plot of Sowjanya Kesapragada’s experience
4.53 Stacey Simons
Job title: ****
Associated: True
Socials: https://linkedin.com/in/stacey-simons-8a6bb0131
4.53.1 Stacey Simons’s working period at genpact
4.53.2 Gantt plot of Stacey Simons’s experience
4.54 Suguna Vinodh
Job title: Assistant manager
Associated: False
Socials: https://linkedin.com/in/suguna-vinodh-b8b44016
4.54.1 Suguna Vinodh’s working period at genpact
4.54.2 Gantt plot of Suguna Vinodh’s experience
4.55 Susan Dorothy
Job title: ****
Associated: True
Socials: https://linkedin.com/in/susan-dorothy-391236176
4.55.1 Susan Dorothy’s working period at genpact
4.55.2 Gantt plot of Susan Dorothy’s experience
4.56 Tanya Bhatia
Job title: ****
Associated: True
Socials: https://linkedin.com/in/tanya-bhatia-380218197
4.56.1 Tanya Bhatia’s working period at genpact
4.56.2 Gantt plot of Tanya Bhatia’s experience
4.57 Viera Szamaranszka
Job title: ****
Associated: True
Socials: https://linkedin.com/in/viera-szamaranszka-11047884
4.57.1 Viera Szamaranszka’s working period at genpact
4.57.2 Gantt plot of Viera Szamaranszka’s experience
4.58 Vikas Bishnoi
Job title: P.d
Associated: True
Socials: https://linkedin.com/in/vikas-bishnoi-04557b35
4.58.1 Vikas Bishnoi’s working period at genpact
4.58.2 Gantt plot of Vikas Bishnoi’s experience
4.59 Vineet Bhatia
Job title: P.a
Associated: True
Socials: https://linkedin.com/in/vineet-bhatia-1991244b
4.59.1 Vineet Bhatia’s working period at genpact
4.59.2 Gantt plot of Vineet Bhatia’s experience
4.60 Vinod Kumar
Job title: Process specialist
Associated: True
Socials: https://linkedin.com/in/vinod-kumar-27475513